Difference between revisions of "Lesson08"
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* Introduction to High-dimensional Data | * Introduction to High-dimensional Data | ||
| − | * Trellis | + | * Bivariate Matrix |
| − | * Correlation Matrix | + | ** Trellis |
| − | * Ternary Plot | + | ** Correlation Matrix |
| − | * Glyphs or Star Plot | + | ** Correlogram |
| − | * Heatmap | + | * Multivariate Data Visualisation |
| − | * Parallel Coordinate Plot | + | ** Ternary Plot |
| + | ** Glyphs or Star Plot | ||
| + | ** Heatmap | ||
| + | ** Parallel Coordinate Plot | ||
| + | * Space-constrained visualization of hierarchies | ||
| + | ** Treemaps | ||
| + | ** Sunburst diagram | ||
| Line 69: | Line 75: | ||
=Content= | =Content= | ||
| − | + | ||
| − | |||
| − | |||
=Readings= | =Readings= | ||
Revision as of 22:02, 8 March 2020
ISSS608 Visual Analytics and Applications
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Visualising and Analysing High-dimensional Data
Contents
Content
- Introduction to High-dimensional Data
- Bivariate Matrix
- Trellis
- Correlation Matrix
- Correlogram
- Multivariate Data Visualisation
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
- Space-constrained visualization of hierarchies
- Treemaps
- Sunburst diagram
Readings
Core Readings
- An Introduction to Visual Multivariate Analysis
- Corrgrams: Exploratory Displays for Correlation Matrices
- Ternary Plot
- Multivariate Data Glyphs
- Parallel Coordinates
- Wikipedia: Heatmap
Optional Readings
- The scatter-plot matrix: a great tool
- A Graphical Display of Large Correlation Matrices
- Ternary Diagram
- Reading a Ternary Diagram
- Multidimensional Detective
- Parallel Coordinates
- Multivariate Analysis Using Parallel Coordinates
Space-constrained Visualization of Hierarchies
Content
Readings
Core Readings
- Shneiderman, Ben (2008) Treemaps for space-constrained visualization of hierarchies (http://www.cs.umd.edu/hcil/treemap-history/)
- Extending the Utility of Treemaps with Flexible Hierarchy
Optional Readings
- Treemaps
- Treemaps
- Discovering Business Intelligence Using Treemap Visualization
- 10 Lessons in Treemap Design
- Bederson, Benjamin B.; Shneiderman, Ben; Wattenberg, Martin (2002). "Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies". ACM Transactions on Graphics. 21 (4): 833.
- Bruls, Mark; Huizing, Kees; van Wijk, Jarke J. (2000). "Squarified treemaps". In de Leeuw, W.; van Liere, R. Data Visualization 2000: Proc. Joint Eurographics and IEEE TCVG Symp. on Visualization
- US Economic Census Treemap
- TreeCovery: Coordinated dual treemap visualization for exploring the Recovery Act
- Juice's Stimulus Bill Explorer
- Fundexplorer
- Map of the Market
- The HIVE Group
- Truck Sales Slip, Tripping Up Chrysler
- Newsmap
- Obama’s 2011 Budget Proposal: How It’s Spent
